"Ugh!" Mark exclaimed, his voice sharp. He tossed the magazine onto the already-overflowing waste bin. The flight delay was a joke. He ran a hand through his hair, the strands catching on his fingers. His grandmother's birthday was today, her ninetieth. He'd promised to be there.

He pictured her, her wrinkled smile, the way she squeezed his hand. The thought was making his stomach feel queasy. He looked at the window, the tarmac empty. He couldn't go, he wasn't going to get there in time. He started pacing, muttering under his breath.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion irritated. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 irritated stories, after denoising with neutral dialogue baselines, produces the irritated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irritated vector is projected through the unembedding matrix.

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205